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|Title:||Self-tuning PID controller designs for multivariable systems||Authors:||Yang, X.
|Issue Date:||2009||Citation:||Yang, X.,Kansha, Y.,Chiu, M.-S. (2009). Self-tuning PID controller designs for multivariable systems. ICCAS-SICE 2009 - ICROS-SICE International Joint Conference 2009, Proceedings : 4195-4199. ScholarBank@NUS Repository.||Abstract:||In this paper, a self-tuning decentralized PID controller is developed to multivariable and nonlinear systems, using just-in-time learning (JITL) technique. From the online process data, JITL provides a set of linear models, by which the parameters of PID controllers are adjusted by a self-tuning algorithm derived from the Lyapunov method such that the predicted tracking error converges asymptotically. Simulation results illustrate the performances of the proposed self-tuning PID controller and a comparison with its conventional counterparts is made. © 2009 SICE.||Source Title:||ICCAS-SICE 2009 - ICROS-SICE International Joint Conference 2009, Proceedings||URI:||http://scholarbank.nus.edu.sg/handle/10635/74746||ISBN:||9784907764333|
|Appears in Collections:||Staff Publications|
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